The COVID-19 pandemic, within a short time span, has had a significant impact on every aspect of life in almost every country on the planet. As it evolved from a local epidemic isolated to certain regions of China, to the deadliest pandemic since the influenza outbreak of 1918, scientists all over the world have only amplified their efforts to combat it. In that battle, Artificial Intelligence, or AI, with its wide ranging capabilities and versatility, has played a vital role and thus has had a sizable impact. In this review, we present a comprehensive analysis of the use of AI techniques for spatio-temporal modeling and forecasting and impact modeling on diverse populations as it relates to COVID-19. Furthermore, we catalogue the articles in these areas based on spatio-temporal modeling, intrinsic parameters, extrinsic parameters, dynamic parameters and multivariate inputs (to ascertain the penetration of AI usage in each sub area). The manner in which AI is used and the associated techniques utilized vary for each body of work. Majority of articles use deep learning models, compartment models, stochastic methods and numerous statistical methods. We conclude by listing potential paths of research for which AI based techniques can be used for greater impact in tackling the pandemic.
Abstract. The participation of students in the process of learning is one of the keys to ensure effective learning outcomes either in terms of knowledge or skill. However, teacher-centred teaching methods which have been practiced in this country after so long avert students to fully engage in the learning process especially in a classroom. Various attempts have been made by the government to emphasize student's development in term of communication, creativity and innovation through the of process learning in class. It requires school to implement student-centred teaching methods such as cooperative learning. Cooperative learning is a teaching method that requires teachers not only interacts with the students but also with other teaching aids such as audio, video and computer. Therefore, this study was conducted to identify teachers' perception on the implementation of cooperative learning in the teaching and learning process in class. 25 teachers were selected as respondents. Mixed methods were used in this study, where the instrument of questionnaires and interviews were used to collect the data. Quantitative data analysis was made using descriptive statistics of frequency, mean and percentage. While, qualitative data analysis was based on the recommendations of the Miles & Huberman (1994). The findings showed teachers have a positive attitude toward cooperative learning and they are ready and feel confident to practice it. However, the constraints are classroom control, time and limited teaching aids
The purpose of this study is to examine the e-learning and development; motivation and job performance among academicians in Universiti Malaysia Perlis. The finding of this study has shown that e-learning and development is the key factor in enhancing job performance among academicians. The other finding was e-learning and development was also seen as a tool to motivate academicians in producing better quality work.
This paper attempts toreconcilesymbiotic concepts including the theory of functionalism and patriotism among Malaysians during Covid-19 pandemic crisis. To this end, this paper focuses on the theory of functionalism and how the connection with the patriotism perspectives in dealing with non-traditional treat of the spreading of Covid-19 pandemic among Malaysian from top to bottom structure. As we know, our world isin a greater war involving non-traditional treat after the Covid-19 virus started in Wuhan, China. This battle impacted macro to micro structures of society and institutions including political, economy, stability, health, wealth and psychology. In other words, all citizens are involve in this war against the pandemic. Functionalist offer the idea about society is a complex system thatis interconnected and each hastheir own roles to make sure the stability andsolidarity can be achieve and retained. The spirit to fight this virus war together can be describe viapatriotic values.
The spirit of patriotism is a necessity in ensuring that the people always support and defend the sovereignty and national security of disruptions and disorders that come from within and beyond. The development of patriotism is very important in producing a group of people who are willing to sacrifice for the country and its people. Although the concept of patriotism is a concept of love of the nation passed from one generation to another, it requires a powerful medium in ensuring that the love of love in this country is always blooming and strong in today's society. Education is one way emphasized in strengthening the understanding and patriotism in Malaysia. Accordingly, a study was conducted in public university especially in Universiti Malaysia Perlis (UniMAP) to see the student's perception on Ethnic Relations Subjects as a medium to enhance the understanding of patriotism. The objective of this study is to examine the differences of students' perception towards the Ethnic Relations subject according to ethnicity, ii) gender and iii) groups that have taken Ethnic Relations subject and groups who have not taken Ethnic Relations subject. The survey method was used and analyzed using Cronbach's Alpha reliability test, and independent-sample t-test.
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